Epicardial Adiposity Measured by a Deep Learning Network, Predicts Mortality and Cardiovascular Events in Patients Undergoing Cardiac CT

Henry W. West,Michelle C. Williams,Muhammad Siddique,Lucrezia Volpe,Ria Desai,Maria Lyasheva,Katerina Dangas,Pete Tomlins,Evangelos K. Oikonomou,Cheerag Shirodaria, Stefan Neubauer,Keith M. Channon,Jonathan Rodrigues,Ed Nicol,David E. Newby,Charalambos Antoniades

Circulation（2021）

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摘要

Introduction: Epicardial adipose tissue (EAT) is a visceral fat deposit within the pericardial sac. The automated quantification of EAT volume is possible from routine CCTA scans via deep-learning....

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epicardial adiposity,deep learning network,cardiovascular events,predicts mortality

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